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Training a Neural Network - Implementing Backpropagation and Gradient Descent from Scratch

Training a Neural Network - Implementing Backpropagation and Gradient Descent from Scratch

Valerio Velardo - The Sound of AI via YouTube Direct link

Introduction

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1 of 15

Introduction

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Classroom Contents

Training a Neural Network - Implementing Backpropagation and Gradient Descent from Scratch

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  1. 1 Introduction
  2. 2 Data Representation
  3. 3 Derivatives
  4. 4 Reshape
  5. 5 Back propagation
  6. 6 Creating an NLP
  7. 7 Implementing backpropagation
  8. 8 Testing backpropagation
  9. 9 Implementing gradient descent
  10. 10 Applying gradient descent
  11. 11 Printing weights
  12. 12 Testing
  13. 13 Gradient Descent
  14. 14 Train
  15. 15 Train MLP

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